MACHINE LEARNING WITH PYTHON: BEGINNER BOOTCAMP
Embark on a transformative journey to acquire job-ready machine learning skills swiftly. This beginner-friendly bootcamp equips you with the essential knowledge and practical skills to excel in the field of machine learning.
Total Duration
30 Hours
Timings
Flexible Course
Format
Recorded
Price 29,997
9,999 + Tax*
What are the Things you Master from Course?
Statistics Fundamentals
Data Preprocessing & EDA
Core ML Algorithms
Model Evaluation & Validation
Deployable ML Project
What Are The Topics Covered By This Course?
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Introduction to Machine Learning & Python: Core ML concepts, supervised vs unsupervised learning, and writing Python scripts with variables, loops, functions, and libraries.
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Descriptive & Inferential Statistics for ML : Summarizing data with mean, variance, skewness; understanding distributions; sampling, confidence intervals, and hypothesis testing.
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Data Preprocessing & Exploratory Analysis : Handling missing data, normalizing features, and uncovering patterns through visualizations like histograms, heatmaps, and pair plots.
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Core Machine Learning Algorithms : Modeling with linear/logistic regression, SVMs, clustering (K-means, hierarchical), decision trees, and dimensionality reduction via PCA.
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Model Evaluation & Validation Techniques : Splitting datasets, using cross-validation, and evaluating models with accuracy, precision, recall, F1-score, and ROC-AUC curves.
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Feature Engineering & Selection : Extracting meaningful features, encoding categorical variables, and using statistical tests and regularization for feature selection.
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Hands-On ML with Python Libraries : Building models with NumPy, Pandas, and Scikit-learn for data manipulation, training, hyperparameter tuning, and pipeline creation.
What Are The Benefits Provided By This Course
Course Completion Certificate
Community Support
Hands-On Experience
Expert Instruction
Networking Opportunities
One-Year SNA lab access
SNA Mentor
Hi, My name is Adhithya K, I am your mentor
Introduction
Data Science Engineer with over 8 years of experience, specialising in Machine Learning, Python, Data Engineering, and Analytics. My expertise spans transformative projects in Cruise Lines, Inventory Management, Media, and Banking sectors etc I don't just work with data—I turn it into compelling stories and actionable insights.
Hi, My name is Sibidharan Nandhakumar, I am your mentor
Introduction
Sibidharan is a highly experienced with over 15+ years and knowledgeable course mentor, With a background in IoT, Web Application and Cybersecurity. Sibidharan has a deep understanding of the subject matter and is able to provide students with practical and valuable guidance throughout their learning journey
Hi, My name is Manoj Kumar, I am your mentor
Introduction
I have been in the electronics industry since the age of 17. I have experience doing design and development business around Embedded systems design for some of the biggest brands and start-ups.
Hi, My name is Nishaanth, I am your mentor
Introduction
I have a seasoned security professional with 8+ years of work experience in the fields of application security, exploit development and cloud security.
Course:
MACHINE LEARNING WITH PYTHON: BEGINNER BOOTCAMP
Price:
₹9999 + Tax*
What Included
- Course Completion Certificate
- Community Support
- Hands-On Experience
- Expert Instruction
- Networking Opportunities
- One-Year SNA lab access
Need a Demo?
Students Testimonial
Hariharan Ravi
College Student
Web engineering teaches things that are not typically taught in institutes or academies. It's hard to believe how much I learned in just 3 months. Sibi bro taught us industry standards and the tools used in companies. The lab was very useful, and I believe I learned everything about the internet. I feel ready for job placements.
Rajithlingam
College Student
SNA is the best platform to learn current technology up-to-date, And I'm learning Sibi Anna's 14+ years of experience in this one course, In SNA I'm learning a lot of new technology and while learning this new technology I'm getting new ideas to make a new product. This platform teaches me how to learn on my own. I'm learning a lot of things from Sibi Anna.
Venkatesh M
College Student
It can't explain by words so full-fledged labs. We are very lucky to be part of SNA because of the labs, knowledge, and strong community that we made. SNA labs are the perfect labs where everyone can practice from scratch to a high level.
vijayan R
College Student
I had never experienced this kind of teaching in my life. Really your teaching is awesome and you changed my way of thinking. Tq bro.
Isakki Raja
College Student
Sibi's course brought me back on track. I consider this course one of the best investments in my life. It changed me as a person and it made me look at programming with a different view 🙂
Rithish Sam
College Student
Real World Industry standard course. Very helpful when i wanted to upgrade my skills and excel in my industry.
Frequently Asked Questions
Basic knowledge of Python programming is required. Some understanding of mathematics (especially linear algebra, statistics, and probability) will be helpful, but not mandatory—we’ll cover the essentials as we go.
This course is designed for students, professionals, and beginners who want to start their journey in machine learning and AI. No prior ML experience is needed.
Not necessarily. Most exercises will run fine on any modern laptop. For more intensive tasks, you get access to Selfmade Ninja Labs, where you can practice everything directly in the cloud without any local setup.
It's hands-on and project-based. While we do cover the theory, our focus is on practical implementation and real-world problem-solving using Python and ML libraries.
Python is the primary language. You’ll also use Jupyter notebooks, NumPy, pandas, scikit-learn, matplotlib, and a few others depending on the module.
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